Nuwan Chamila Withana's repositories
pymc
Bayesian Modeling and Probabilistic Programming in Python
TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
kaggle-llm-prompt-recovery-2024
Prompt generation code for the 11th place submission to LLM Prompt Recovery contest by Kaggle.
kaggle-optiver-2024
Code for the 15th place submission at Trading at the Close competition
forex-rl-challenge
A Deep Reinforcement Learning Challenge on Forex Portfolio Management
gym-mtsim
A general-purpose, flexible, and easy-to-use simulator alongside an OpenAI Gym trading environment for MetaTrader 5 trading platform (Approved by OpenAI Gym)
M5_Uncertainty_3rd_place
M5 Uncertainty kaggle competition, 3rd place solution
PIXIU
This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).
stocksight
Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis
DB-GPT
Revolutionizing Database Interactions with Private LLM Technology
awesome-langchain
😎 Awesome list of tools and projects with the awesome LangChain framework
localGPT
Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.
SimplyRetrieve
An Easy-to-use Private and Lightweight Retrieval-Centric Generative AI Tool. Create chat tool with your documents and open-source LLMs, highly customizable.
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
fastRAG
Efficient Retrieval Augmentation and Generation Framework
Astock
Astock
tradinggym
A highly-customizable OpenAI gym environment to train & evaluate RL agents trading stocks and crypto.
FinRL-Tutorials
Tutorials. Please star.
M5-methods
Data, Benchmarks, and methods submitted to the M5 forecasting competition
featureform
The Virtual Feature Store. Turn your existing data infrastructure into a feature store.
open-ai-trading-bot
Trading Bot using OpenAI Gym
openai-cookbook
Examples and guides for using the OpenAI API
feast-workshop
A workshop with several modules to help learn Feast, an open-source feature store
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
data-science-interviews
Data science interview questions and answers
mlbookcamp-code
The code from the Machine Learning Bookcamp book and a free course based on the book
LTSF-Linear
This is the official implementation for AAAI-23 Oral paper "Are Transformers Effective for Time Series Forecasting?"